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Evaluation of 3D-Jury on CASP7 models

BACKGROUND: 3D-Jury, the structure prediction consensus method publicly available in the Meta Server , was evaluated using models gathered in the 7(th )round of the Critical Assessment of Techniques for Protein Structure Prediction (CASP7). 3D-Jury is an automated expert process that generates prote...

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Detalles Bibliográficos
Autores principales: Kaján, László, Rychlewski, Leszek
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2007
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2040163/
https://www.ncbi.nlm.nih.gov/pubmed/17711571
http://dx.doi.org/10.1186/1471-2105-8-304
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author Kaján, László
Rychlewski, Leszek
author_facet Kaján, László
Rychlewski, Leszek
author_sort Kaján, László
collection PubMed
description BACKGROUND: 3D-Jury, the structure prediction consensus method publicly available in the Meta Server , was evaluated using models gathered in the 7(th )round of the Critical Assessment of Techniques for Protein Structure Prediction (CASP7). 3D-Jury is an automated expert process that generates protein structure meta-predictions from sets of models obtained from partner servers. RESULTS: The performance of 3D-Jury was analysed for three aspects. First, we examined the correlation between the 3D-Jury score and a model quality measure: the number of correctly predicted residues. The 3D-Jury score was shown to correlate significantly with the number of correctly predicted residues, the correlation is good enough to be used for prediction. 3D-Jury was also found to improve upon the competing servers' choice of the best structure model in most cases. The value of the 3D-Jury score as a generic reliability measure was also examined. We found that the 3D-Jury score separates bad models from good models better than the reliability score of the original server in 27 cases and falls short of it in only 5 cases out of a total of 38. We report the release of a new Meta Server feature: instant 3D-Jury scoring of uploaded user models. CONCLUSION: The 3D-Jury score continues to be a good indicator of structural model quality. It also provides a generic reliability score, especially important for models that were not assigned such by the original server. Individual structure modellers can also benefit from the 3D-Jury scoring system by testing their models in the new instant scoring feature available in the Meta Server.
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spelling pubmed-20401632007-10-23 Evaluation of 3D-Jury on CASP7 models Kaján, László Rychlewski, Leszek BMC Bioinformatics Research Article BACKGROUND: 3D-Jury, the structure prediction consensus method publicly available in the Meta Server , was evaluated using models gathered in the 7(th )round of the Critical Assessment of Techniques for Protein Structure Prediction (CASP7). 3D-Jury is an automated expert process that generates protein structure meta-predictions from sets of models obtained from partner servers. RESULTS: The performance of 3D-Jury was analysed for three aspects. First, we examined the correlation between the 3D-Jury score and a model quality measure: the number of correctly predicted residues. The 3D-Jury score was shown to correlate significantly with the number of correctly predicted residues, the correlation is good enough to be used for prediction. 3D-Jury was also found to improve upon the competing servers' choice of the best structure model in most cases. The value of the 3D-Jury score as a generic reliability measure was also examined. We found that the 3D-Jury score separates bad models from good models better than the reliability score of the original server in 27 cases and falls short of it in only 5 cases out of a total of 38. We report the release of a new Meta Server feature: instant 3D-Jury scoring of uploaded user models. CONCLUSION: The 3D-Jury score continues to be a good indicator of structural model quality. It also provides a generic reliability score, especially important for models that were not assigned such by the original server. Individual structure modellers can also benefit from the 3D-Jury scoring system by testing their models in the new instant scoring feature available in the Meta Server. BioMed Central 2007-08-21 /pmc/articles/PMC2040163/ /pubmed/17711571 http://dx.doi.org/10.1186/1471-2105-8-304 Text en Copyright © 2007 Kaján and Rychlewski; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Kaján, László
Rychlewski, Leszek
Evaluation of 3D-Jury on CASP7 models
title Evaluation of 3D-Jury on CASP7 models
title_full Evaluation of 3D-Jury on CASP7 models
title_fullStr Evaluation of 3D-Jury on CASP7 models
title_full_unstemmed Evaluation of 3D-Jury on CASP7 models
title_short Evaluation of 3D-Jury on CASP7 models
title_sort evaluation of 3d-jury on casp7 models
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2040163/
https://www.ncbi.nlm.nih.gov/pubmed/17711571
http://dx.doi.org/10.1186/1471-2105-8-304
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